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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| RGB Novel-View Synthesis | 1 | 1 | Feb 18, 2026 | |
| Foundation Feature Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Generalized Novel Class Discovery | 1 | 1 | Feb 18, 2026 | |
| Wide-angle portraits correction | 1 | 1 | Feb 18, 2026 | |
| Multi-view stereo depth prediction | 1 | 1 | Feb 18, 2026 | |
| Complementary Scene Video Retrieval | 1 | 1 | Feb 18, 2026 | |
| Visual Multi-Choice | 1 | 1 | Feb 18, 2026 | |
| Audio-Visual Sound Separation | 1 | 1 | Feb 18, 2026 | |
| Referring 3D Instance Segmentation |
| 1 |
| 5 |
| Jun 5, 2026 |
| Image Jigsaw Puzzle Solving | 1 | 1 | Feb 18, 2026 |
|---|
| Rotation Articulation Description | 1 | 1 | Feb 27, 2026 |
|---|
| 3D Gaussian watermarking and message extraction | 1 | 1 | Feb 18, 2026 |
|---|
| Translation Articulation Description | 1 | 1 | Feb 27, 2026 |
|---|
| 3D Articulation Rotation Estimation | 1 | 1 | Feb 27, 2026 |
|---|
| Visual Relational Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Unweaving | 1 | 1 | Feb 18, 2026 |
|---|
| Pixel-level Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Importance Heatmap Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Subjective rating prediction on webpage | 1 | 1 | Feb 18, 2026 |
|---|
| Segment Propagation | 1 | 2 | Jul 3, 2026 |
|---|
| Post-hoc novel data detection | 1 | 1 | Feb 18, 2026 |
|---|
| Noise Density Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Fitting | 1 | 1 | Feb 18, 2026 |
|---|
| Digital Avatar Creation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Object Detection | 1 | 1 | Feb 18, 2026 |
|---|